Paper Citation Record · LEDGER

Uncertainty-Aware Trust Estimation for Multi-LLM Systems via Structured Expert Judgement

As of 9 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 0 inbound Pith citation observations for arXiv:2607.20529.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2607.20529 v1

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T07:46:12.681565Z

measured 36 of 36 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

36 of 36 outbound references displayed

verified exact4
verified fuzzy0
unresolved32
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 33acb88c-4bee-46cc-8d5b-62abed99ef1e · outbound

This paper cites Complementing.

Uncertainty-Aware Trust Estimation for Multi-LLM Systems via Structured Expert Judgement Complementing

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-02T07:45:37.563100Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be319ab9-38de-41b7-8d8d-8097f285e634 · outbound

This paper cites Simple Yet Effective: An Information-Theoretic Approach to Multi-LLM Uncertainty Quantification.

Uncertainty-Aware Trust Estimation for Multi-LLM Systems via Structured Expert Judgement Simple Yet Effective: An Information-Theoretic Approach to Multi-LLM Uncertainty Quantification

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-02T07:46:08.627235Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3cb2b953-4451-429f-9299-f999381a2de4 · outbound

This paper cites an unresolved cited work.

Uncertainty-Aware Trust Estimation for Multi-LLM Systems via Structured Expert Judgement Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-02T07:46:08.671224Z

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Unavailable: canonical work link unavailable.

Observation 57ca76c1-2aae-4c98-b994-2eefac6d7d2f · outbound

This paper cites , year = 2025, month = feb, journal =.

Uncertainty-Aware Trust Estimation for Multi-LLM Systems via Structured Expert Judgement , year = 2025, month = feb, journal =

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-02T07:46:08.821436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05d7b797-f77e-4d62-b854-47edbbe7dcb1 · outbound

This paper cites and Chi, Ed H.

Uncertainty-Aware Trust Estimation for Multi-LLM Systems via Structured Expert Judgement and Chi, Ed H

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-02T07:46:08.876752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3da7ea30-a0d6-485d-85e2-017672361201 · outbound

This paper cites Proceedings of the International Conference on Learning Representations (ICLR) , year=.

Uncertainty-Aware Trust Estimation for Multi-LLM Systems via Structured Expert Judgement Proceedings of the International Conference on Learning Representations (ICLR) , year=

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-02T07:46:09.164797Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1a5f8e7-590f-4288-8ffb-8b6fe18b1213 · outbound

This paper cites an unresolved cited work.

Uncertainty-Aware Trust Estimation for Multi-LLM Systems via Structured Expert Judgement Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-02T07:46:09.266337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 914867e5-b668-4364-80db-339752466dc3 · outbound

This paper cites an unresolved cited work.

Uncertainty-Aware Trust Estimation for Multi-LLM Systems via Structured Expert Judgement Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-02T07:46:09.559004Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 192dcc6f-5635-415f-8a26-71a68f53f9e6 · outbound

This paper cites an unresolved cited work.

Uncertainty-Aware Trust Estimation for Multi-LLM Systems via Structured Expert Judgement Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-02T07:46:09.776964Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 082e8f23-4607-43c9-b6c6-06da48772abd · outbound

This paper cites and Santoro, Adam and Lampinen, Andrew K.

Uncertainty-Aware Trust Estimation for Multi-LLM Systems via Structured Expert Judgement and Santoro, Adam and Lampinen, Andrew K

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-02T07:46:09.984749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03a6714b-ad32-4892-aeb8-e3e03e80a63a · outbound

This paper cites Ensemble.

Uncertainty-Aware Trust Estimation for Multi-LLM Systems via Structured Expert Judgement Ensemble

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-02T07:46:10.082968Z

Source-reported events for the cited work

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Observation 95a6b13b-1da8-472f-bb26-8e68860609be · outbound

This paper cites an unresolved cited work.

Uncertainty-Aware Trust Estimation for Multi-LLM Systems via Structured Expert Judgement Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-02T07:46:10.216010Z

Source-reported events for the cited work

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Observation 601c1265-bb75-4c57-9bd1-1af7af8b3c9a · outbound

This paper cites Debate or.

Uncertainty-Aware Trust Estimation for Multi-LLM Systems via Structured Expert Judgement Debate or

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-02T07:46:10.294983Z

Source-reported events for the cited work

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Observation 75aa182a-db8b-417a-a20f-745df2f7b795 · outbound

This paper cites 2012 , publisher=.

Uncertainty-Aware Trust Estimation for Multi-LLM Systems via Structured Expert Judgement 2012 , publisher=

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-02T07:46:10.445206Z

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Observation e9ee579e-9c73-4cb7-a317-40ca949b98cb · outbound

This paper cites an unresolved cited work.

Uncertainty-Aware Trust Estimation for Multi-LLM Systems via Structured Expert Judgement Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-02T07:46:10.529078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b10f5b7-98bd-496d-aeac-e8211bfb2258 · outbound

This paper cites Chan, Adam Santoro, Andrew K.

Uncertainty-Aware Trust Estimation for Multi-LLM Systems via Structured Expert Judgement Chan, Adam Santoro, Andrew K

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-02T07:46:10.615296Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d312f32-001f-45db-bc72-d82e78b51b81 · outbound

This paper cites Harnessing Multiple Large Language Models: A Survey on LLM Ensemble.

Uncertainty-Aware Trust Estimation for Multi-LLM Systems via Structured Expert Judgement Harnessing Multiple Large Language Models: A Survey on LLM Ensemble

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-02T07:46:10.698846Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96160a51-c93e-46f8-abf7-bed0ce5e0795 · outbound

This paper cites an unresolved cited work.

Uncertainty-Aware Trust Estimation for Multi-LLM Systems via Structured Expert Judgement Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-02T07:46:10.813970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 870847da-8824-4320-9346-42e35afa10ff · outbound

This paper cites Colson and Roger M.

Uncertainty-Aware Trust Estimation for Multi-LLM Systems via Structured Expert Judgement Colson and Roger M

Reference 30

Resolution: verified exact; doi, observed 2026-08-02T07:48:41.943188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 73978855-990e-4e78-ad92-4532e4cd52ee · outbound

This paper cites an unresolved cited work.

Uncertainty-Aware Trust Estimation for Multi-LLM Systems via Structured Expert Judgement Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-02T07:46:11.004742Z

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Observation 44bd9170-07c6-4b9f-9e61-f5e9e5a747b6 · outbound

This paper cites an unresolved cited work.

Uncertainty-Aware Trust Estimation for Multi-LLM Systems via Structured Expert Judgement Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-02T07:46:11.144112Z

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Unavailable: canonical work link unavailable.

Observation cc70f391-4422-4b22-80f5-382e68f05e95 · outbound

This paper cites A Survey of Uncertainty Estimation in LLMs: Theory Meets Practice.

Uncertainty-Aware Trust Estimation for Multi-LLM Systems via Structured Expert Judgement A Survey of Uncertainty Estimation in LLMs: Theory Meets Practice

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-02T07:46:11.364746Z

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Unavailable: canonical work link unavailable.

Observation e66245eb-3ed0-4e74-9813-292dd72e9ec2 · outbound

This paper cites an unresolved cited work.

Uncertainty-Aware Trust Estimation for Multi-LLM Systems via Structured Expert Judgement Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-02T07:46:11.454750Z

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Observation 1bb66ebe-ca2b-4e76-8cc1-31de6a8ba26a · outbound

This paper cites an unresolved cited work.

Uncertainty-Aware Trust Estimation for Multi-LLM Systems via Structured Expert Judgement Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-02T07:46:11.524465Z

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Observation 94dcab63-8152-4482-b6a2-fd2748f71925 · outbound

This paper cites Fleming, Larisa Markeeva, Joe Heyward, Andrea Banino, Mrinal Mathur, Razvan Pascanu, Simon Osindero, Benedetto De Martino, Petar Veli c kovi \'c , and Viorica Patraucean.

Uncertainty-Aware Trust Estimation for Multi-LLM Systems via Structured Expert Judgement Fleming, Larisa Markeeva, Joe Heyward, Andrea Banino, Mrinal Mathur, Razvan Pascanu, Simon Osindero, Benedetto De Martino, Petar Veli c kovi \'c , and Viorica Patraucean

Reference 36

Resolution: verified exact; doi, observed 2026-08-02T07:48:42.165668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5e936740-191e-4b96-9e6b-da434c5fd508 · outbound

This paper cites an unresolved cited work.

Uncertainty-Aware Trust Estimation for Multi-LLM Systems via Structured Expert Judgement Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-02T07:46:11.638187Z

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Unavailable: canonical work link unavailable.

Observation 88e6eb83-4331-4a9f-962b-8a630d9f0f8e · outbound

This paper cites A Few Good Clauses: Comparing LLMs vs Domain-Trained Small Language Models on Structured Contract Extraction.

Uncertainty-Aware Trust Estimation for Multi-LLM Systems via Structured Expert Judgement A Few Good Clauses: Comparing LLMs vs Domain-Trained Small Language Models on Structured Contract Extraction

Reference 38

Resolution: verified exact; local_arxiv, observed 2026-08-02T07:48:41.544145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ddc792b5-aaca-4b1a-884d-c2030334f8d5 · outbound

This paper cites Uncertainty Estimation and Quantification for LLMs: A Simple Supervised Approach.

Uncertainty-Aware Trust Estimation for Multi-LLM Systems via Structured Expert Judgement Uncertainty Estimation and Quantification for LLMs: A Simple Supervised Approach

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-02T07:46:11.818656Z

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Unavailable: canonical work link unavailable.

Observation 66496cc6-8e23-4ee3-8617-1992c6f45e13 · outbound

This paper cites an unresolved cited work.

Uncertainty-Aware Trust Estimation for Multi-LLM Systems via Structured Expert Judgement Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-02T07:46:11.893981Z

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Unavailable: canonical work link unavailable.

Observation 99dc45b5-2ad9-440e-9448-fd39ad7bee1c · outbound

This paper cites an unresolved cited work.

Uncertainty-Aware Trust Estimation for Multi-LLM Systems via Structured Expert Judgement Unresolved cited work

Reference 41

Resolution: verified exact; doi, observed 2026-08-02T07:48:41.728439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 37ce723b-f4fc-496a-8669-531ac6b46e08 · outbound

This paper cites an unresolved cited work.

Uncertainty-Aware Trust Estimation for Multi-LLM Systems via Structured Expert Judgement Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-02T07:46:12.088731Z

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Observation 2cff6262-d256-4eb0-8403-9b09dc201237 · outbound

This paper cites an unresolved cited work.

Uncertainty-Aware Trust Estimation for Multi-LLM Systems via Structured Expert Judgement Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-02T07:46:12.174754Z

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Unavailable: canonical work link unavailable.

Observation 27cd2530-1579-413c-9295-19e984909446 · outbound

This paper cites Le, Ed H.

Uncertainty-Aware Trust Estimation for Multi-LLM Systems via Structured Expert Judgement Le, Ed H

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-02T07:46:12.321538Z

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Observation 91d6363f-f61d-4e2e-8f22-08434a1e36f1 · outbound

This paper cites MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark.

Uncertainty-Aware Trust Estimation for Multi-LLM Systems via Structured Expert Judgement MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-02T07:46:12.541522Z

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Unavailable: canonical work link unavailable.

Observation 6aaa2ef2-1685-41eb-82e0-9eeebdb82710 · outbound

This paper cites an unresolved cited work.

Uncertainty-Aware Trust Estimation for Multi-LLM Systems via Structured Expert Judgement Unresolved cited work

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-02T07:46:12.612273Z

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Unavailable: canonical work link unavailable.

Observation b7f87659-0276-42ea-89d0-210f2fa1ea6e · outbound

This paper cites Melton, and Rui Zhang.

Uncertainty-Aware Trust Estimation for Multi-LLM Systems via Structured Expert Judgement Melton, and Rui Zhang

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-02T07:46:12.681565Z

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Pith citing papers

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